🚀 Installation Guide

📋 Prerequisites

Before installing DocSense, ensure you have the following:

Python 3.10 or higher 🐍
pip (Python package installer) 📦
CUDA toolkit (optional, for GPU support) 🎮

💿 Installation Methods

🌐From PyPI

pip install docsense

💻 From Source

git clone https://github.com/yourusername/docsense.git
cd docsense
pip install -e .

🎯 GPU Support

To enable GPU acceleration:

Install CUDA toolkit (recommended version: 11.8) ⚡
Install PyTorch with CUDA support: 🔥

pip install torch --extra-index-url https://download.pytorch.org/whl/cu118

🔍 Verifying Installation

import docsense
print(docsense.__version__)

🚨 Common Issues

🔍 CUDA Not Found

If you encounter CUDA-related errors:

Verify CUDA installation
Check PyTorch CUDA compatibility
Set device to ‘cpu’ if GPU is not available

💾 Memory Issues

For large document collections:

Reduce batch size
Use CPU if GPU memory is insufficient
Consider splitting document collection